Two-Part Estimation of Treatment Rules for Semi-Continuous Data

Documentation for package ‘personalized2part’ version 0.0.1

cv.hd2part	Cross validation for hd2part models
fit_subgroup_2part	Fitting subgroup identification models for semicontinuous positive outcomes
hd2part	Main fitting function for group lasso and cooperative lasso penalized two part models
hdgamma	Fitting function for lasso penalized GLMs
HDtweedie_kfold_aug	Fit a penalized gamma augmentation model via cross fitting
plot.cv.hd2part	Plot method for hd2part fitted objects
plot.hd2part	Plot method for hd2part fitted objects
predict.cv.hd2part	Prediction function for fitted cross validation hd2part objects
predict.hd2part	Prediction method for two part fitted objects
sim_semicontinuous_data	Generates data from a two part distribution with a point mass at zero and heterogeneous treatment effects